Bee_NCNU Image Dataset
Versions
2023-02-06 11:07am
v18
Feb 6, 2023
1024
v17
Feb 3, 2023
640
v15
Feb 3, 2023
rotate 640
v14
Feb 2, 2023
flip_rotate_noise
v11
Feb 2, 2023
2022-12-06 11:19am
v7
Dec 6, 2022
2022-12-06 10:22am
v6
Dec 6, 2022
2022-11-30 1:59am
v5
Nov 29, 2022
2022-11-30 1:19am
v4
Nov 29, 2022
2022-11-29 11:51pm
v3
Nov 29, 2022
v4
2022-11-30 1:19am
Generated on Nov 29, 2022
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
659 Total Images
View All Images
Dataset Split
Train Set 91%
602Images
Valid Set 4%
25Images
Test Set 5%
32Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Bounding Box: Rotation: Between -15° and +15°
Similar Projects
bee-hornet
635 images
bee-hornet
635 images
bees-hornet
633 images
hornet-bee
1910 images
hornets
6034 images